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[SFT] Log mean token accuracy from Liger kernel #4302

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Merged
qgallouedec merged 10 commits into from
Nov 22, 2025
Merged

[SFT] Log mean token accuracy from Liger kernel #4302

qgallouedec merged 10 commits into from
Nov 22, 2025
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@kashif
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@kashif kashif commented Oct 18, 2025 •
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What does this PR do?

We log the mean token accuracy from Liger kernel if it is available

Requires linkedin/Liger-Kernel#910

to test do:

pip install git+https://github.com/kashif/Liger-Kernel.git@mean_token_accuracy
pip install git+https://github.com/huggingface/trl.git@iiger-mean-acc

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
  • Did you read the contributor guideline,
    Pull Request section?
  • Was this discussed/approved via a GitHub issue? Please add a link
    to it if that's the case.
  • Did you make sure to update the documentation with your changes?
  • Did you write any new necessary tests?

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Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
members/contributors who may be interested in your PR.

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HuggingFaceDocBuilderDev commented Oct 18, 2025

The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

qgallouedec
qgallouedec reviewed Oct 20, 2025
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lewtun commented Nov 4, 2025

Tested with both DDP and FSDP2 - accuracies and loss are ~identical both with and without Liger.

I suggest we wait until the Liger PR is merged before merging this one with @qgallouedec's change:

Screenshot 2025-11-04 at 20 08 58 Screenshot 2025-11-04 at 20 09 02

@kashif kashif mentioned this pull request Nov 5, 2025
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kashif commented Nov 6, 2025

Liger PR merged... waiting for a release, and then can pin the version to that

@kashif kashif requested a review from qgallouedec November 22, 2025 13:07
qgallouedec
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Lgtm, just a small remark

@qgallouedec qgallouedec merged commit 4cb1a25 into main Nov 22, 2025
10 of 11 checks passed
@qgallouedec qgallouedec deleted the iiger-mean-acc branch November 22, 2025 22:31
qgallouedec added a commit that referenced this pull request Nov 24, 2025
@qgallouedec
Squashed commit of the following:
e0e2cc3 
commit 4cb1a25
Author: Kashif Rasul <[email protected]>
Date:   Sat Nov 22 23:31:29 2025 +0100

    [SFT] Log mean token accuracy from Liger kernel (#4302)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 468b9d4
Author: Susant <[email protected]>
Date:   Sun Nov 23 03:40:32 2025 +0530

    docs: add KTO (2402.01306) to Paper Index + link ref to KTOTrainer (#4440)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 9bc6206
Author: Behrooz Azarkhalili <[email protected]>
Date:   Fri Nov 21 17:34:50 2025 -0800

    Move PRMTrainer to trl.experimental.prm (#4483)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit f7ac974
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 21 16:01:04 2025 +0100

    Update OpenEnv guide with new notebook (#4555)

commit c0de042
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 21 15:40:25 2025 +0100

    Add GRPO Wordle OpenEnv Colab (#4542)

commit 9f8ef40
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 20 22:36:31 2025 -0800

    [ORPO] Move ORPOTrainer to experimental (#4480)

commit 3bb5d76
Author: Jen Wei <[email protected]>
Date:   Thu Nov 20 18:53:10 2025 -0700

    fix+docs: `device_map=None` for DeepSpeed and add ZeRO paper (1910.02054) to Paper Index (#4551)

commit 375b3eb
Author: Jonny Li <[email protected]>
Date:   Thu Nov 20 19:42:45 2025 -0500

    Add target_parameters to LoraConfig (#4536)

commit 237900d
Author: Kristian Schwethelm <[email protected]>
Date:   Thu Nov 20 23:03:20 2025 +0100

    Fix bug with VLM processors in prompt-completion completion text-only training (#4553)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 52ed4df
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 20 21:41:23 2025 +0000

    Fix style OpenEnv example

commit a263946
Author: Sergio Paniego Blanco <[email protected]>
Date:   Thu Nov 20 14:44:15 2025 +0100

    Update OpenEnv guide with latest details (#4552)

    Co-authored-by: burtenshaw <[email protected]>

commit 1a9ff52
Author: Kashif Rasul <[email protected]>
Date:   Wed Nov 19 15:34:25 2025 +0100

    [OpenEnv] browsergym example script (#4539)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit 6cbcd94
Author: Sergio Paniego Blanco <[email protected]>
Date:   Wed Nov 19 14:39:44 2025 +0100

    Update OpenEnv example scripts (#4547)

commit 8510589
Author: Sergio Paniego Blanco <[email protected]>
Date:   Wed Nov 19 14:39:20 2025 +0100

    Add OpenEnv Script examples to docs (#4533)

commit e622196
Author: Quentin Gallouédec <[email protected]>
Date:   Mon Nov 17 03:12:30 2025 -0700

    [Doc] Drop dummy reward and dataset for DeepMath-103K and accuracy reward (#4524)

commit 1b1242c
Author: Kashif Rasul <[email protected]>
Date:   Fri Nov 14 20:51:41 2025 +0100

    [OpenEnv] add vllm colocate mode to openenv scripts (#4510)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit f39d18a
Author: Fabio Milentiansen Sim <[email protected]>
Date:   Fri Nov 14 23:39:02 2025 +0700

    fix(GOLDTrainer): Resolve incorrect attribute access and VLLMClient.generate() output type (#4526)

commit d45eaab
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 14 12:12:09 2025 +0100

    Add vLLM quantization option for colocate (#4496)

    Co-authored-by: Kashif Rasul <[email protected]>

commit a91d4b3
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 14 02:19:08 2025 +0100

    Prevent upcasting norm layers in `prepare_model_for_kbit_training` (#4457)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 121318e
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 13 17:13:16 2025 -0800

    docs: Extend CLI basic usage examples to all supported CLIs (#4425)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 7918320
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 13:20:52 2025 -0700

    Remove test trainer args (#4517)

commit 102dc41
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 12:36:43 2025 -0700

    Rename `flash-attn` to `flash-attn2` (#4514)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit 5de62b0
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 12:05:48 2025 -0700

    Add step time metric to GRPO Trainer for performance tracking (#4516)

    Co-authored-by: lewtun <[email protected]>

commit f1e6377
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 13 11:01:19 2025 -0800

    Move PPOTrainer to trl.experimental.ppo (#4482)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 01f497e
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 13 10:14:58 2025 -0800

    Move NashMDTrainer to experimental module (#4477)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit b6c838a
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 16:53:26 2025 +0000

    `aws-general-8-plus` runner for Docker build

commit ed5c7bb
Author: YangKai0616 <[email protected]>
Date:   Fri Nov 14 00:42:48 2025 +0800

    [Bug Fix] OnlineDPOTrainer with vLLM Server Mode (#4500)

commit ded9bc6
Author: lewtun <[email protected]>
Date:   Thu Nov 13 17:33:59 2025 +0100

    Fix Docker images for Liger (#4522)

commit fd04760
Author: Pramodith Ballapuram <[email protected]>
Date:   Thu Nov 13 11:31:10 2025 +0000

    Paper Index: Change `num_completions` to `num_generations` (#4515)

commit b7918c0
Author: Behrooz Azarkhalili <[email protected]>
Date:   Wed Nov 12 20:35:44 2025 -0800

    Move GKDTrainer to experimental module (#4474)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 07b5011
Author: Tamoghno Kandar <[email protected]>
Date:   Wed Nov 12 20:07:33 2025 -0800

    Replace flash attention2 with kernels-community/flash-attn2 (#4426)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 7a57fd4
Author: Yuxian Gu <[email protected]>
Date:   Thu Nov 13 11:16:20 2025 +0800

    MiniLLM: Fix arguments in config & add to documentation index (#4518)

commit a145eaf
Author: Behrooz Azarkhalili <[email protected]>
Date:   Wed Nov 12 16:35:46 2025 -0800

    refactor: Move CPOTrainer to experimental module (#4470)

commit d2dc717
Author: Taha Yassine <[email protected]>
Date:   Thu Nov 13 00:56:47 2025 +0100

    Replace `wandb_log_unique_prompts` with `log_unique_prompts` (#4508)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 799b39b
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 12 16:21:05 2025 -0700

    `device_map` and `dtype` to `"auto"` by default (#4509)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit a6a2beb
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 12 09:42:31 2025 -0700

    Add temporary workaround for `lr_scheduler_kwargs` dtype issue in Transformers 4.57.0 (#4513)

commit 346701a
Author: lewtun <[email protected]>
Date:   Wed Nov 12 17:42:18 2025 +0100

    Replace accelerate logging with stdlib in CLI (#4512)

commit 4db63af
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 12 02:19:51 2025 +0000

    Fix GRPO unsqueeze advantages

commit ecb2811
Author: Yuxian Gu <[email protected]>
Date:   Wed Nov 12 10:17:22 2025 +0800

    Add MiniLLM Trainer (#4504)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 89e4688
Author: Taha Yassine <[email protected]>
Date:   Tue Nov 11 20:36:23 2025 +0100

    Add support for images inside tables with Trackio completions logging (#4505)

commit 2d3279c
Author: lewtun <[email protected]>
Date:   Tue Nov 11 19:22:25 2025 +0100

    Tweak description for vLLM sleep mode (#4506)

    Co-authored-by: Quentin Gallouédec <[email protected]>
qgallouedec added a commit that referenced this pull request Dec 1, 2025
@qgallouedec
Squashed commit of the following:
64c599a 
commit 07b4a84
Author: Quentin Gallouédec <[email protected]>
Date:   Mon Dec 1 12:55:24 2025 -0700

    Silence experimental warnings when imported in the stable (#4606)

commit c55ef4b
Author: Quentin Gallouédec <[email protected]>
Date:   Mon Dec 1 12:40:42 2025 -0700

    Update How-to guides (#4604)

commit c686d7d
Author: Albert Villanova del Moral <[email protected]>
Date:   Mon Dec 1 20:34:31 2025 +0100

    Raise FutureWarning for classes moved to experimental (#4605)

commit c7d172b
Author: Behrooz Azarkhalili <[email protected]>
Date:   Mon Dec 1 01:47:22 2025 -0800

    docs: Expand speeding up training guide with acceleration methods (#4428)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit f1dfef0
Author: Behrooz Azarkhalili <[email protected]>
Date:   Mon Dec 1 01:39:08 2025 -0800

    docs: Expand training customization examples (#4427)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit eb76389
Author: LeonEricsson <[email protected]>
Date:   Sun Nov 30 16:45:21 2025 +0100

    [GRPO] Sequence-level TIS & MIS (#4530)

commit 0726977
Author: xuanduy04 <[email protected]>
Date:   Fri Nov 28 23:56:22 2025 +0700

    docs: Add Beyond the 80/20 Rule (2506.01939) to Paper Index (#4580)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 9731d08
Author: Albert Villanova del Moral <[email protected]>
Date:   Fri Nov 28 17:43:38 2025 +0100

    Revert "Hotfix CI with dev dependencies: xfail test_prepare_inputs_for_generation" (#4587)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 84a0bbc
Author: Albert Villanova del Moral <[email protected]>
Date:   Fri Nov 28 16:13:56 2025 +0100

    Fix 'generation_config' AttributeError (#4596)

commit f67c3f2
Author: Albert Villanova del Moral <[email protected]>
Date:   Fri Nov 28 15:46:02 2025 +0100

    Remove module-level imports of extra deps in experimental.judges (#4598)

commit cb5fdf9
Author: Albert Villanova del Moral <[email protected]>
Date:   Thu Nov 27 11:08:26 2025 +0100

    Add missing require_bitsandbytes marker to CI tests (#4586)

commit 4a3b584
Author: juejuezi <[email protected]>
Date:   Thu Nov 27 00:11:56 2025 +0800

    fix: use shift_labels for metrics when using CP or SP (#4579)

    Co-authored-by: Kashif Rasul <[email protected]>

commit d2e4315
Author: Albert Villanova del Moral <[email protected]>
Date:   Wed Nov 26 15:40:15 2025 +0100

    Revert hotfix Fall back to config.text_config._name_or_path (#4581)

commit 357e331
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 26 04:55:46 2025 -0700

    Move tests for GSPOTokenTrainer to experimental (#4572)

commit a59f2cf
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 26 04:50:44 2025 -0700

    Move `WinRateCallback` to experimental (#4558)

    Co-authored-by: Behrooz Azarkhalili <[email protected]>
    Co-authored-by: Kashif Rasul <[email protected]>

commit cf431db
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 26 04:11:04 2025 -0700

    Fix PPO example (#4556)

commit cac9f1d
Author: Pramodith Ballapuram <[email protected]>
Date:   Tue Nov 25 21:27:58 2025 +0000

    Fix Replay Buffer docs. (#4574)

commit 547d924
Author: Quentin Gallouédec <[email protected]>
Date:   Tue Nov 25 09:34:22 2025 -0700

    Add `shuffle_dataset` option to `SFTTrainer` (#4564)

commit b01f8ca
Author: iliasmerigh <[email protected]>
Date:   Tue Nov 25 17:33:14 2025 +0100

    Fix typo in GRPO description in README (#4573)

commit 7856d3b
Author: Quentin Gallouédec <[email protected]>
Date:   Tue Nov 25 09:32:39 2025 -0700

    Fix vLLM sleep mode: add collective RPC call to reload weights in vLLM wake-up process (#4571)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>
    Co-authored-by: lewtun <[email protected]>

commit 64d089e
Author: lewtun <[email protected]>
Date:   Tue Nov 25 14:39:40 2025 +0100

    Reasoning reward (#4563)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 3b7d0e4
Author: Quentin Gallouédec <[email protected]>
Date:   Tue Nov 25 04:48:06 2025 +0000

    Remove Online DPO from stable trainers section in documentation

commit 6f3a452
Author: Quentin Gallouédec <[email protected]>
Date:   Mon Nov 24 08:11:49 2025 -0700

    Reorder documentation TOC to surface key trainer sections (#4565)

commit 46af266
Author: Behrooz Azarkhalili <[email protected]>
Date:   Mon Nov 24 02:39:25 2025 -0800

    docs: Rewrite PEFT integration guide with comprehensive examples (#4421)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit db4f6e5
Author: mingxuetian <[email protected]>
Date:   Mon Nov 24 09:51:42 2025 +0800

    Add `num_generations_eval` parameter for efficient evaluation (#4458)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 07f3c95
Author: Behrooz Azarkhalili <[email protected]>
Date:   Sun Nov 23 17:33:36 2025 -0800

    Move OnlineDPOTrainer to experimental module (#4473)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 4cb1a25
Author: Kashif Rasul <[email protected]>
Date:   Sat Nov 22 23:31:29 2025 +0100

    [SFT] Log mean token accuracy from Liger kernel (#4302)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 468b9d4
Author: Susant <[email protected]>
Date:   Sun Nov 23 03:40:32 2025 +0530

    docs: add KTO (2402.01306) to Paper Index + link ref to KTOTrainer (#4440)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 9bc6206
Author: Behrooz Azarkhalili <[email protected]>
Date:   Fri Nov 21 17:34:50 2025 -0800

    Move PRMTrainer to trl.experimental.prm (#4483)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit f7ac974
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 21 16:01:04 2025 +0100

    Update OpenEnv guide with new notebook (#4555)

commit c0de042
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 21 15:40:25 2025 +0100

    Add GRPO Wordle OpenEnv Colab (#4542)

commit 9f8ef40
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 20 22:36:31 2025 -0800

    [ORPO] Move ORPOTrainer to experimental (#4480)

commit 3bb5d76
Author: Jen Wei <[email protected]>
Date:   Thu Nov 20 18:53:10 2025 -0700

    fix+docs: `device_map=None` for DeepSpeed and add ZeRO paper (1910.02054) to Paper Index (#4551)

commit 375b3eb
Author: Jonny Li <[email protected]>
Date:   Thu Nov 20 19:42:45 2025 -0500

    Add target_parameters to LoraConfig (#4536)

commit 237900d
Author: Kristian Schwethelm <[email protected]>
Date:   Thu Nov 20 23:03:20 2025 +0100

    Fix bug with VLM processors in prompt-completion completion text-only training (#4553)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 52ed4df
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 20 21:41:23 2025 +0000

    Fix style OpenEnv example

commit a263946
Author: Sergio Paniego Blanco <[email protected]>
Date:   Thu Nov 20 14:44:15 2025 +0100

    Update OpenEnv guide with latest details (#4552)

    Co-authored-by: burtenshaw <[email protected]>

commit 1a9ff52
Author: Kashif Rasul <[email protected]>
Date:   Wed Nov 19 15:34:25 2025 +0100

    [OpenEnv] browsergym example script (#4539)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit 6cbcd94
Author: Sergio Paniego Blanco <[email protected]>
Date:   Wed Nov 19 14:39:44 2025 +0100

    Update OpenEnv example scripts (#4547)

commit 8510589
Author: Sergio Paniego Blanco <[email protected]>
Date:   Wed Nov 19 14:39:20 2025 +0100

    Add OpenEnv Script examples to docs (#4533)

commit e622196
Author: Quentin Gallouédec <[email protected]>
Date:   Mon Nov 17 03:12:30 2025 -0700

    [Doc] Drop dummy reward and dataset for DeepMath-103K and accuracy reward (#4524)

commit 1b1242c
Author: Kashif Rasul <[email protected]>
Date:   Fri Nov 14 20:51:41 2025 +0100

    [OpenEnv] add vllm colocate mode to openenv scripts (#4510)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit f39d18a
Author: Fabio Milentiansen Sim <[email protected]>
Date:   Fri Nov 14 23:39:02 2025 +0700

    fix(GOLDTrainer): Resolve incorrect attribute access and VLLMClient.generate() output type (#4526)

commit d45eaab
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 14 12:12:09 2025 +0100

    Add vLLM quantization option for colocate (#4496)

    Co-authored-by: Kashif Rasul <[email protected]>

commit a91d4b3
Author: Sergio Paniego Blanco <[email protected]>
Date:   Fri Nov 14 02:19:08 2025 +0100

    Prevent upcasting norm layers in `prepare_model_for_kbit_training` (#4457)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 121318e
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 13 17:13:16 2025 -0800

    docs: Extend CLI basic usage examples to all supported CLIs (#4425)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 7918320
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 13:20:52 2025 -0700

    Remove test trainer args (#4517)

commit 102dc41
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 12:36:43 2025 -0700

    Rename `flash-attn` to `flash-attn2` (#4514)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit 5de62b0
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 12:05:48 2025 -0700

    Add step time metric to GRPO Trainer for performance tracking (#4516)

    Co-authored-by: lewtun <[email protected]>

commit f1e6377
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 13 11:01:19 2025 -0800

    Move PPOTrainer to trl.experimental.ppo (#4482)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 01f497e
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 13 10:14:58 2025 -0800

    Move NashMDTrainer to experimental module (#4477)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit b6c838a
Author: Quentin Gallouédec <[email protected]>
Date:   Thu Nov 13 16:53:26 2025 +0000

    `aws-general-8-plus` runner for Docker build

commit ed5c7bb
Author: YangKai0616 <[email protected]>
Date:   Fri Nov 14 00:42:48 2025 +0800

    [Bug Fix] OnlineDPOTrainer with vLLM Server Mode (#4500)

commit ded9bc6
Author: lewtun <[email protected]>
Date:   Thu Nov 13 17:33:59 2025 +0100

    Fix Docker images for Liger (#4522)

commit fd04760
Author: Pramodith Ballapuram <[email protected]>
Date:   Thu Nov 13 11:31:10 2025 +0000

    Paper Index: Change `num_completions` to `num_generations` (#4515)

commit b7918c0
Author: Behrooz Azarkhalili <[email protected]>
Date:   Wed Nov 12 20:35:44 2025 -0800

    Move GKDTrainer to experimental module (#4474)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 07b5011
Author: Tamoghno Kandar <[email protected]>
Date:   Wed Nov 12 20:07:33 2025 -0800

    Replace flash attention2 with kernels-community/flash-attn2 (#4426)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 7a57fd4
Author: Yuxian Gu <[email protected]>
Date:   Thu Nov 13 11:16:20 2025 +0800

    MiniLLM: Fix arguments in config & add to documentation index (#4518)

commit a145eaf
Author: Behrooz Azarkhalili <[email protected]>
Date:   Wed Nov 12 16:35:46 2025 -0800

    refactor: Move CPOTrainer to experimental module (#4470)

commit d2dc717
Author: Taha Yassine <[email protected]>
Date:   Thu Nov 13 00:56:47 2025 +0100

    Replace `wandb_log_unique_prompts` with `log_unique_prompts` (#4508)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 799b39b
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 12 16:21:05 2025 -0700

    `device_map` and `dtype` to `"auto"` by default (#4509)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit a6a2beb
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 12 09:42:31 2025 -0700

    Add temporary workaround for `lr_scheduler_kwargs` dtype issue in Transformers 4.57.0 (#4513)

commit 346701a
Author: lewtun <[email protected]>
Date:   Wed Nov 12 17:42:18 2025 +0100

    Replace accelerate logging with stdlib in CLI (#4512)

commit 4db63af
Author: Quentin Gallouédec <[email protected]>
Date:   Wed Nov 12 02:19:51 2025 +0000

    Fix GRPO unsqueeze advantages

commit ecb2811
Author: Yuxian Gu <[email protected]>
Date:   Wed Nov 12 10:17:22 2025 +0800

    Add MiniLLM Trainer (#4504)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 89e4688
Author: Taha Yassine <[email protected]>
Date:   Tue Nov 11 20:36:23 2025 +0100

    Add support for images inside tables with Trackio completions logging (#4505)

commit 2d3279c
Author: lewtun <[email protected]>
Date:   Tue Nov 11 19:22:25 2025 +0100

    Tweak description for vLLM sleep mode (#4506)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 02a3477
Author: Luke Hinds <[email protected]>
Date:   Mon Nov 10 16:41:51 2025 +0000

    Fix link to OpenEnv docs (#4502)

    Co-authored-by: Quentin Gallouédec <[email protected]>

commit aaed6c1
Author: Quentin Gallouédec <[email protected]>
Date:   Sat Nov 8 08:20:48 2025 -0700

    Consistency regarding relative imports (#4498)

commit 20760ba
Author: burtenshaw <[email protected]>
Date:   Fri Nov 7 10:50:50 2025 +0100

    [DOCS] update and fix openenv (#4490)

    Co-authored-by: Kashif Rasul <[email protected]>
    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit 64cfca4
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 6 22:47:04 2025 -0800

    Move judges to experimental submodule (#4439)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 97ca1a2
Author: Pramodith Ballapuram <[email protected]>
Date:   Fri Nov 7 00:20:15 2025 +0000

    Fix bugs in CISPO conditions (#4499)

commit ffb3dd5
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 6 16:03:00 2025 -0800

    docs: Add PEFT subsection to reducing memory usage guide (#4430)

    Co-authored-by: Sergio Paniego Blanco <[email protected]>

commit 43b6541
Author: SolarWindRider <[email protected]>
Date:   Fri Nov 7 06:55:34 2025 +0800

    Support completion bootstrap for VLM in GRPO/RLOO (#4452)

    Co-authored-by: Albert Villanova del Moral <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 642b721
Author: Pramodith Ballapuram <[email protected]>
Date:   Thu Nov 6 22:33:00 2025 +0000

    ScaleRL: Add CISPO Loss (#4495)

commit 32e9c9f
Author: Ishita Bhattacharyya <[email protected]>
Date:   Fri Nov 7 03:37:43 2025 +0530

    ⛴️ Add kernels to Docker images (#4445)

    Co-authored-by: Quentin Gallouédec <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 1bcfc50
Author: Behrooz Azarkhalili <[email protected]>
Date:   Thu Nov 6 13:40:12 2025 -0800

    Move XPOTrainer to trl.experimental.xpo (#4485)

    Co-authored-by: Invidia19 <[email protected]>
    Co-authored-by: Quentin Gallouédec <[email protected]>

commit 37942bc
Author: Pramodith Ballapuram <[email protected]>
Date:   Thu Nov 6 21:32:03 2025 +0000

    Buffer samples based on group level stds. (#4492)

commit 66cd02a
Author: Albert Villanova del Moral <[email protected]>
Date:   Thu Nov 6 20:58:25 2025 +0100

    Add tiny model Qwen3VLForConditionalGeneration to CI (#4494)

commit 32febb4
Author: Sergio Paniego Blanco <[email protected]>
Date:   Thu Nov 6 18:21:56 2025 +0100

    Add LFM2 to SFT notebook examples (#4455)
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@qgallouedec qgallouedec qgallouedec approved these changes

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@kashif @HuggingFaceDocBuilderDev @lewtun @qgallouedec